{"id":"W1571649882","doi":"10.1007/s00482-010-0951-x","title":"Der neue Code F45.41","year":2010,"lang":"de","type":"article","venue":"Der Schmerz","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Code (set theory); Computer science; Programming language; Set (abstract data type)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006491991,0.00033378,0.000431984,0.0001668829,0.000174143,0.0000541783,0.0002132789,0.0004676203,0.002868799],"category_scores_gemma":[0.0006785319,0.0002790613,0.0002941204,0.0003095922,0.0003471409,0.000147017,0.00007544673,0.001116738,0.006813271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003728761,"about_ca_system_score_gemma":0.0001914054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009396244,"about_ca_topic_score_gemma":0.0001547197,"domain_scores_codex":[0.997721,0.0001528883,0.0005009116,0.0005581841,0.0004959471,0.0005711407],"domain_scores_gemma":[0.9980264,0.0003060661,0.0001295793,0.0008745116,0.000217171,0.0004463016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005498285,0.00281358,0.1636958,0.005910691,0.002565029,0.0001981125,0.007369117,0.00002681618,0.3393223,0.0265131,0.235017,0.2160187],"study_design_scores_gemma":[0.002691865,0.0004559128,0.3736527,0.0003417457,0.0007214107,0.000009090906,0.0002858821,0.001639556,0.002982206,0.0008503662,0.6157486,0.0006206234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096635,0.02331454,0.001002448,0.02084422,0.016045,0.00150021,0.0000419705,0.0002781599,0.02730994],"genre_scores_gemma":[0.9829339,0.0002551273,0.002205738,0.003054512,0.003389609,0.00003981921,0.0001079037,0.00007493914,0.007938491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3807316,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009635555273228343,"score_gpt":0.2878631898747072,"score_spread":0.2782276346014789,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}